Dataset statistics
| Number of variables | 26 |
|---|---|
| Number of observations | 235795 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 46.8 MiB |
| Average record size in memory | 208.0 B |
Variable types
| Numeric | 21 |
|---|---|
| Categorical | 5 |
PLAYER_NAME has a high cardinality: 1433 distinct values | High cardinality |
MIN has a high cardinality: 3200 distinct values | High cardinality |
FGM is highly correlated with FGA and 1 other fields | High correlation |
FGA is highly correlated with FGM and 1 other fields | High correlation |
FG3M is highly correlated with FG3A and 1 other fields | High correlation |
FG3A is highly correlated with FG3M | High correlation |
FG3_PCT is highly correlated with FG3M | High correlation |
FTM is highly correlated with FTA and 2 other fields | High correlation |
FTA is highly correlated with FTM and 2 other fields | High correlation |
FT_PCT is highly correlated with FTM and 1 other fields | High correlation |
OREB is highly correlated with REB | High correlation |
DREB is highly correlated with REB | High correlation |
REB is highly correlated with OREB and 1 other fields | High correlation |
PTS is highly correlated with FGM and 3 other fields | High correlation |
FGM is highly correlated with FGA and 2 other fields | High correlation |
FGA is highly correlated with FGM and 1 other fields | High correlation |
FG_PCT is highly correlated with FGM | High correlation |
FG3M is highly correlated with FG3A and 1 other fields | High correlation |
FG3A is highly correlated with FG3M and 1 other fields | High correlation |
FG3_PCT is highly correlated with FG3M and 1 other fields | High correlation |
FTM is highly correlated with FTA and 2 other fields | High correlation |
FTA is highly correlated with FTM and 2 other fields | High correlation |
FT_PCT is highly correlated with FTM and 1 other fields | High correlation |
OREB is highly correlated with REB | High correlation |
DREB is highly correlated with REB | High correlation |
REB is highly correlated with OREB and 1 other fields | High correlation |
PTS is highly correlated with FGM and 3 other fields | High correlation |
FGM is highly correlated with FGA and 1 other fields | High correlation |
FGA is highly correlated with FGM and 1 other fields | High correlation |
FG3M is highly correlated with FG3A and 1 other fields | High correlation |
FG3A is highly correlated with FG3M | High correlation |
FG3_PCT is highly correlated with FG3M | High correlation |
FTM is highly correlated with FTA and 1 other fields | High correlation |
FTA is highly correlated with FTM | High correlation |
FT_PCT is highly correlated with FTM | High correlation |
OREB is highly correlated with REB | High correlation |
DREB is highly correlated with REB | High correlation |
REB is highly correlated with OREB and 1 other fields | High correlation |
PTS is highly correlated with FGM and 1 other fields | High correlation |
FGA is highly correlated with PTS and 3 other fields | High correlation |
PTS is highly correlated with FGA and 6 other fields | High correlation |
REB is highly correlated with OREB and 1 other fields | High correlation |
FT_PCT is highly correlated with PTS and 2 other fields | High correlation |
FG3M is highly correlated with PTS and 2 other fields | High correlation |
OREB is highly correlated with REB | High correlation |
FG3_PCT is highly correlated with FG3M and 1 other fields | High correlation |
FG_PCT is highly correlated with FGA and 2 other fields | High correlation |
FGM is highly correlated with FGA and 2 other fields | High correlation |
FTM is highly correlated with PTS and 2 other fields | High correlation |
TEAM_CITY is highly correlated with TEAM_ABBREVIATION | High correlation |
TEAM_ABBREVIATION is highly correlated with TEAM_CITY | High correlation |
FG3A is highly correlated with FGA and 2 other fields | High correlation |
FTA is highly correlated with PTS and 2 other fields | High correlation |
DREB is highly correlated with REB | High correlation |
TEAM_ABBREVIATION is highly correlated with TEAM_CITY | High correlation |
TEAM_CITY is highly correlated with TEAM_ABBREVIATION | High correlation |
df_index has unique values | Unique |
FGM has 8341 (3.5%) zeros | Zeros |
FG_PCT has 8341 (3.5%) zeros | Zeros |
FG3M has 121679 (51.6%) zeros | Zeros |
FG3A has 74056 (31.4%) zeros | Zeros |
FG3_PCT has 121679 (51.6%) zeros | Zeros |
FTM has 70624 (30.0%) zeros | Zeros |
FTA has 62467 (26.5%) zeros | Zeros |
FT_PCT has 70624 (30.0%) zeros | Zeros |
OREB has 87416 (37.1%) zeros | Zeros |
DREB has 12295 (5.2%) zeros | Zeros |
REB has 7168 (3.0%) zeros | Zeros |
AST has 38786 (16.4%) zeros | Zeros |
STL has 97779 (41.5%) zeros | Zeros |
BLK has 143602 (60.9%) zeros | Zeros |
TO has 48402 (20.5%) zeros | Zeros |
PF has 20991 (8.9%) zeros | Zeros |
PTS has 5577 (2.4%) zeros | Zeros |
PLUS_MINUS has 7488 (3.2%) zeros | Zeros |
Reproduction
| Analysis started | 2021-07-14 15:33:39.843016 |
|---|---|
| Analysis finished | 2021-07-14 15:37:18.369965 |
| Duration | 3 minutes and 38.53 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
| Distinct | 235795 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 304752.3991 |
| Minimum | 0 |
|---|---|
| Maximum | 612961 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 31970.7 |
| Q1 | 151189.5 |
| median | 302143 |
| Q3 | 456701.5 |
| 95-th percentile | 582896.7 |
| Maximum | 612961 |
| Range | 612961 |
| Interquartile range (IQR) | 305512 |
Descriptive statistics
| Standard deviation | 176291.1272 |
|---|---|
| Coefficient of variation (CV) | 0.5784733038 |
| Kurtosis | -1.193105763 |
| Mean | 304752.3991 |
| Median Absolute Deviation (MAD) | 152692 |
| Skewness | 0.01639119569 |
| Sum | 7.185909195 × 1010 |
| Variance | 3.107856152 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 528382 | 1 | < 0.1% |
| 592756 | 1 | < 0.1% |
| 74609 | 1 | < 0.1% |
| 117612 | 1 | < 0.1% |
| 123753 | 1 | < 0.1% |
| 125800 | 1 | < 0.1% |
| 103271 | 1 | < 0.1% |
| 105318 | 1 | < 0.1% |
| 99173 | 1 | < 0.1% |
| 113506 | 1 | < 0.1% |
| Other values (235785) | 235785 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 14 | 1 | |
| 15 | 1 | |
| 16 | 1 | |
| 17 | 1 | |
| 18 | 1 |
| Value | Count | Frequency (%) |
| 612961 | 1 | |
| 612960 | 1 | |
| 612959 | 1 | |
| 612958 | 1 | |
| 612957 | 1 | |
| 612949 | 1 | |
| 612948 | 1 | |
| 612947 | 1 | |
| 612946 | 1 | |
| 612945 | 1 |
GAME_ID
Real number (ℝ≥0)
| Distinct | 23565 |
|---|---|
| Distinct (%) | 10.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22130233.66 |
| Minimum | 11400001 |
|---|---|
| Maximum | 52000211 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 11400001 |
|---|---|
| 5-th percentile | 20300594 |
| Q1 | 20700431 |
| median | 21200416 |
| Q3 | 21700162 |
| 95-th percentile | 40600116.1 |
| Maximum | 52000211 |
| Range | 40600210 |
| Interquartile range (IQR) | 999731 |
Descriptive statistics
| Standard deviation | 5104510.513 |
|---|---|
| Coefficient of variation (CV) | 0.2306577776 |
| Kurtosis | 9.464575028 |
| Mean | 22130233.66 |
| Median Absolute Deviation (MAD) | 499865 |
| Skewness | 2.966457018 |
| Sum | 5.218198445 × 1012 |
| Variance | 2.605602758 × 1013 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 22000017 | 17 | < 0.1% |
| 22000021 | 15 | < 0.1% |
| 22000070 | 15 | < 0.1% |
| 22000001 | 15 | < 0.1% |
| 22000007 | 14 | < 0.1% |
| 22000058 | 14 | < 0.1% |
| 22000048 | 14 | < 0.1% |
| 22000027 | 14 | < 0.1% |
| 22000008 | 14 | < 0.1% |
| 22000002 | 14 | < 0.1% |
| Other values (23555) | 235649 |
| Value | Count | Frequency (%) |
| 11400001 | 10 | |
| 11400002 | 10 | |
| 11400004 | 10 | |
| 11400005 | 10 | |
| 11400006 | 10 | |
| 11400007 | 10 | |
| 11400008 | 10 | |
| 11400009 | 10 | |
| 11400010 | 10 | |
| 11400012 | 10 |
| Value | Count | Frequency (%) |
| 52000211 | 10 | |
| 52000201 | 10 | |
| 52000131 | 10 | |
| 52000121 | 10 | |
| 52000111 | 10 | |
| 52000101 | 10 | |
| 51900111 | 10 | |
| 42000172 | 10 | |
| 42000171 | 10 | |
| 42000162 | 10 |
| Distinct | 34 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 MiB |
| SAS | 8433 |
|---|---|
| MIA | 8418 |
| BOS | 8319 |
| LAL | 8196 |
| CLE | 8104 |
| Other values (29) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 707385 |
|---|---|
| Distinct characters | 22 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | MIA |
|---|---|
| 2nd row | MIA |
| 3rd row | MIA |
| 4th row | MIA |
| 5th row | MIA |
Common Values
| Value | Count | Frequency (%) |
| SAS | 8433 | 3.6% |
| MIA | 8418 | 3.6% |
| BOS | 8319 | 3.5% |
| LAL | 8196 | 3.5% |
| CLE | 8104 | 3.4% |
| GSW | 8055 | 3.4% |
| HOU | 8027 | 3.4% |
| DAL | 8019 | 3.4% |
| IND | 7974 | 3.4% |
| DET | 7931 | 3.4% |
| Other values (24) | 154319 |
Length
| Value | Count | Frequency (%) |
| sas | 8433 | 3.6% |
| mia | 8418 | 3.6% |
| bos | 8319 | 3.5% |
| lal | 8196 | 3.5% |
| cle | 8104 | 3.4% |
| gsw | 8055 | 3.4% |
| hou | 8027 | 3.4% |
| dal | 8019 | 3.4% |
| ind | 7974 | 3.4% |
| det | 7931 | 3.4% |
| Other values (24) | 154319 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 80966 | 11.4% |
| L | 63730 | 9.0% |
| O | 53321 | 7.5% |
| S | 50599 | 7.2% |
| N | 49985 | 7.1% |
| I | 47144 | 6.7% |
| C | 44232 | 6.3% |
| H | 41728 | 5.9% |
| M | 39232 | 5.5% |
| E | 33865 | 4.8% |
| Other values (12) | 202583 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 707385 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 80966 | 11.4% |
| L | 63730 | 9.0% |
| O | 53321 | 7.5% |
| S | 50599 | 7.2% |
| N | 49985 | 7.1% |
| I | 47144 | 6.7% |
| C | 44232 | 6.3% |
| H | 41728 | 5.9% |
| M | 39232 | 5.5% |
| E | 33865 | 4.8% |
| Other values (12) | 202583 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 707385 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 80966 | 11.4% |
| L | 63730 | 9.0% |
| O | 53321 | 7.5% |
| S | 50599 | 7.2% |
| N | 49985 | 7.1% |
| I | 47144 | 6.7% |
| C | 44232 | 6.3% |
| H | 41728 | 5.9% |
| M | 39232 | 5.5% |
| E | 33865 | 4.8% |
| Other values (12) | 202583 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 707385 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 80966 | 11.4% |
| L | 63730 | 9.0% |
| O | 53321 | 7.5% |
| S | 50599 | 7.2% |
| N | 49985 | 7.1% |
| I | 47144 | 6.7% |
| C | 44232 | 6.3% |
| H | 41728 | 5.9% |
| M | 39232 | 5.5% |
| E | 33865 | 4.8% |
| Other values (12) | 202583 |
| Distinct | 33 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 MiB |
| Los Angeles | 13356 |
|---|---|
| San Antonio | 8433 |
| Miami | 8418 |
| Boston | 8319 |
| Cleveland | 8104 |
| Other values (28) |
Length
| Max length | 25 |
|---|---|
| Median length | 8 |
| Mean length | 8.282652304 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1953008 |
|---|---|
| Distinct characters | 41 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Miami |
|---|---|
| 2nd row | Miami |
| 3rd row | Miami |
| 4th row | Miami |
| 5th row | Miami |
Common Values
| Value | Count | Frequency (%) |
| Los Angeles | 13356 | 5.7% |
| San Antonio | 8433 | 3.6% |
| Miami | 8418 | 3.6% |
| Boston | 8319 | 3.5% |
| Cleveland | 8104 | 3.4% |
| Golden State | 8055 | 3.4% |
| Houston | 8027 | 3.4% |
| Dallas | 8019 | 3.4% |
| Indiana | 7974 | 3.4% |
| Detroit | 7931 | 3.4% |
| Other values (23) | 149159 |
Length
| Value | Count | Frequency (%) |
| new | 18901 | 6.5% |
| los | 13356 | 4.6% |
| angeles | 13356 | 4.6% |
| antonio | 8433 | 2.9% |
| san | 8433 | 2.9% |
| miami | 8418 | 2.9% |
| boston | 8319 | 2.9% |
| cleveland | 8104 | 2.8% |
| state | 8055 | 2.8% |
| golden | 8055 | 2.8% |
| Other values (28) | 187813 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 195505 | 10.0% |
| o | 185560 | 9.5% |
| n | 183557 | 9.4% |
| e | 181870 | 9.3% |
| t | 143664 | 7.4% |
| l | 127678 | 6.5% |
| i | 109640 | 5.6% |
| s | 85500 | 4.4% |
| r | 76727 | 3.9% |
| h | 68126 | 3.5% |
| Other values (31) | 595181 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1601998 | |
| Uppercase Letter | 294742 | 15.1% |
| Space Separator | 55448 | 2.8% |
| Other Punctuation | 820 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 195505 | |
| o | 185560 | |
| n | 183557 | |
| e | 181870 | |
| t | 143664 | |
| l | 127678 | |
| i | 109640 | |
| s | 85500 | 5.3% |
| r | 76727 | 4.8% |
| h | 68126 | 4.3% |
| Other values (11) | 244171 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 32318 | |
| M | 31421 | |
| C | 29699 | |
| S | 26106 | |
| D | 23865 | |
| P | 23261 | 7.9% |
| O | 22109 | 7.5% |
| N | 18901 | 6.4% |
| L | 16035 | 5.4% |
| B | 12256 | 4.2% |
| Other values (8) | 58771 |
Space Separator
| Value | Count | Frequency (%) |
| 55448 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 820 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1896740 | |
| Common | 56268 | 2.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 195505 | 10.3% |
| o | 185560 | 9.8% |
| n | 183557 | 9.7% |
| e | 181870 | 9.6% |
| t | 143664 | 7.6% |
| l | 127678 | 6.7% |
| i | 109640 | 5.8% |
| s | 85500 | 4.5% |
| r | 76727 | 4.0% |
| h | 68126 | 3.6% |
| Other values (29) | 538913 |
Common
| Value | Count | Frequency (%) |
| 55448 | ||
| / | 820 | 1.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1953008 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 195505 | 10.0% |
| o | 185560 | 9.5% |
| n | 183557 | 9.4% |
| e | 181870 | 9.3% |
| t | 143664 | 7.4% |
| l | 127678 | 6.5% |
| i | 109640 | 5.6% |
| s | 85500 | 4.4% |
| r | 76727 | 3.9% |
| h | 68126 | 3.5% |
| Other values (31) | 595181 |
| Distinct | 1433 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 MiB |
| LeBron James | 1596 |
|---|---|
| Dirk Nowitzki | 1242 |
| Chris Paul | 1231 |
| Carmelo Anthony | 1219 |
| Tony Parker | 1188 |
| Other values (1428) |
Length
| Max length | 24 |
|---|---|
| Median length | 13 |
| Mean length | 12.76854895 |
| Min length | 4 |
Characters and Unicode
| Total characters | 3010760 |
|---|---|
| Distinct characters | 56 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 95 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Luol Deng |
|---|---|
| 2nd row | Udonis Haslem |
| 3rd row | Chris Bosh |
| 4th row | Dwyane Wade |
| 5th row | Mario Chalmers |
Common Values
| Value | Count | Frequency (%) |
| LeBron James | 1596 | 0.7% |
| Dirk Nowitzki | 1242 | 0.5% |
| Chris Paul | 1231 | 0.5% |
| Carmelo Anthony | 1219 | 0.5% |
| Tony Parker | 1188 | 0.5% |
| Dwight Howard | 1170 | 0.5% |
| Pau Gasol | 1135 | 0.5% |
| Tim Duncan | 1125 | 0.5% |
| Joe Johnson | 1105 | 0.5% |
| Dwyane Wade | 1105 | 0.5% |
| Other values (1423) | 223679 |
Length
| Value | Count | Frequency (%) |
| chris | 4067 | 0.9% |
| paul | 3958 | 0.8% |
| jason | 3723 | 0.8% |
| james | 3708 | 0.8% |
| kevin | 3630 | 0.8% |
| williams | 3620 | 0.8% |
| anthony | 3129 | 0.7% |
| mike | 3015 | 0.6% |
| johnson | 2915 | 0.6% |
| green | 2722 | 0.6% |
| Other values (1768) | 441160 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 257515 | 8.6% |
| a | 247165 | 8.2% |
| 239852 | 8.0% | |
| n | 219313 | 7.3% |
| r | 217296 | 7.2% |
| o | 203480 | 6.8% |
| i | 169290 | 5.6% |
| l | 144788 | 4.8% |
| s | 129496 | 4.3% |
| t | 80506 | 2.7% |
| Other values (46) | 1102059 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2257841 | |
| Uppercase Letter | 499110 | 16.6% |
| Space Separator | 239852 | 8.0% |
| Other Punctuation | 10672 | 0.4% |
| Dash Punctuation | 3285 | 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| J | 50965 | 10.2% |
| M | 42260 | 8.5% |
| D | 39682 | 8.0% |
| B | 39072 | 7.8% |
| A | 31931 | 6.4% |
| C | 29828 | 6.0% |
| R | 29562 | 5.9% |
| T | 26045 | 5.2% |
| S | 25295 | 5.1% |
| G | 24552 | 4.9% |
| Other values (16) | 159918 |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 257515 | |
| a | 247165 | |
| n | 219313 | |
| r | 217296 | |
| o | 203480 | 9.0% |
| i | 169290 | 7.5% |
| l | 144788 | 6.4% |
| s | 129496 | 5.7% |
| t | 80506 | 3.6% |
| d | 78221 | 3.5% |
| Other values (16) | 510771 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 7530 | |
| ' | 3142 |
Space Separator
| Value | Count | Frequency (%) |
| 239852 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 3285 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2756951 | |
| Common | 253809 | 8.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 257515 | 9.3% |
| a | 247165 | 9.0% |
| n | 219313 | 8.0% |
| r | 217296 | 7.9% |
| o | 203480 | 7.4% |
| i | 169290 | 6.1% |
| l | 144788 | 5.3% |
| s | 129496 | 4.7% |
| t | 80506 | 2.9% |
| d | 78221 | 2.8% |
| Other values (42) | 1009881 |
Common
| Value | Count | Frequency (%) |
| 239852 | ||
| . | 7530 | 3.0% |
| - | 3285 | 1.3% |
| ' | 3142 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3010760 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 257515 | 8.6% |
| a | 247165 | 8.2% |
| 239852 | 8.0% | |
| n | 219313 | 7.3% |
| r | 217296 | 7.2% |
| o | 203480 | 6.8% |
| i | 169290 | 5.6% |
| l | 144788 | 4.8% |
| s | 129496 | 4.3% |
| t | 80506 | 2.7% |
| Other values (46) | 1102059 |
START_POSITION
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 MiB |
| G | |
|---|---|
| F | |
| C |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 235795 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | F |
|---|---|
| 2nd row | F |
| 3rd row | C |
| 4th row | G |
| 5th row | G |
Common Values
| Value | Count | Frequency (%) |
| G | 94330 | |
| F | 94322 | |
| C | 47143 |
Length
Pie chart
| Value | Count | Frequency (%) |
| g | 94330 | |
| f | 94322 | |
| c | 47143 |
Most occurring characters
| Value | Count | Frequency (%) |
| G | 94330 | |
| F | 94322 | |
| C | 47143 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 235795 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| G | 94330 | |
| F | 94322 | |
| C | 47143 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 235795 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| G | 94330 | |
| F | 94322 | |
| C | 47143 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 235795 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| G | 94330 | |
| F | 94322 | |
| C | 47143 |
| Distinct | 3200 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 MiB |
| 24:00 | 371 |
|---|---|
| 33:55 | 239 |
| 35:48 | 238 |
| 34:25 | 234 |
| 35:36 | 233 |
| Other values (3195) |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.990847982 |
| Min length | 4 |
Characters and Unicode
| Total characters | 1176817 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 242 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 24:50 |
|---|---|
| 2nd row | 10:32 |
| 3rd row | 25:20 |
| 4th row | 20:31 |
| 5th row | 21:16 |
Common Values
| Value | Count | Frequency (%) |
| 24:00 | 371 | 0.2% |
| 33:55 | 239 | 0.1% |
| 35:48 | 238 | 0.1% |
| 34:25 | 234 | 0.1% |
| 35:36 | 233 | 0.1% |
| 36:09 | 233 | 0.1% |
| 33:01 | 233 | 0.1% |
| 35:34 | 232 | 0.1% |
| 35:16 | 232 | 0.1% |
| 34:28 | 231 | 0.1% |
| Other values (3190) | 233319 |
Length
| Value | Count | Frequency (%) |
| 24:00 | 371 | 0.2% |
| 33:55 | 239 | 0.1% |
| 35:48 | 238 | 0.1% |
| 34:25 | 234 | 0.1% |
| 35:36 | 233 | 0.1% |
| 36:09 | 233 | 0.1% |
| 33:01 | 233 | 0.1% |
| 35:34 | 232 | 0.1% |
| 35:16 | 232 | 0.1% |
| 34:28 | 231 | 0.1% |
| Other values (3190) | 233319 |
Most occurring characters
| Value | Count | Frequency (%) |
| : | 235795 | |
| 3 | 197315 | |
| 2 | 159898 | |
| 4 | 114162 | |
| 1 | 106472 | |
| 5 | 87503 | 7.4% |
| 0 | 86498 | 7.4% |
| 6 | 48047 | 4.1% |
| 8 | 47142 | 4.0% |
| 7 | 47021 | 4.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 941022 | |
| Other Punctuation | 235795 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 197315 | |
| 2 | 159898 | |
| 4 | 114162 | |
| 1 | 106472 | |
| 5 | 87503 | |
| 0 | 86498 | |
| 6 | 48047 | 5.1% |
| 8 | 47142 | 5.0% |
| 7 | 47021 | 5.0% |
| 9 | 46964 | 5.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 235795 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1176817 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| : | 235795 | |
| 3 | 197315 | |
| 2 | 159898 | |
| 4 | 114162 | |
| 1 | 106472 | |
| 5 | 87503 | 7.4% |
| 0 | 86498 | 7.4% |
| 6 | 48047 | 4.1% |
| 8 | 47142 | 4.0% |
| 7 | 47021 | 4.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1176817 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| : | 235795 | |
| 3 | 197315 | |
| 2 | 159898 | |
| 4 | 114162 | |
| 1 | 106472 | |
| 5 | 87503 | 7.4% |
| 0 | 86498 | 7.4% |
| 6 | 48047 | 4.1% |
| 8 | 47142 | 4.0% |
| 7 | 47021 | 4.0% |
| Distinct | 26 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.155401938 |
| Minimum | 0 |
|---|---|
| Maximum | 28 |
| Zeros | 8341 |
| Zeros (%) | 3.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 11 |
| Maximum | 28 |
| Range | 28 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.133111021 |
|---|---|
| Coefficient of variation (CV) | 0.6077336081 |
| Kurtosis | 0.3817920148 |
| Mean | 5.155401938 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.6703263532 |
| Sum | 1215618 |
| Variance | 9.81638467 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 30117 | |
| 3 | 28889 | |
| 5 | 28833 | |
| 6 | 25264 | |
| 2 | 24678 | |
| 7 | 20928 | |
| 1 | 17614 | |
| 8 | 16577 | |
| 9 | 12041 | 5.1% |
| 10 | 8490 | 3.6% |
| Other values (16) | 22364 |
| Value | Count | Frequency (%) |
| 0 | 8341 | 3.5% |
| 1 | 17614 | |
| 2 | 24678 | |
| 3 | 28889 | |
| 4 | 30117 | |
| 5 | 28833 | |
| 6 | 25264 | |
| 7 | 20928 | |
| 8 | 16577 | |
| 9 | 12041 | 5.1% |
| Value | Count | Frequency (%) |
| 28 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 23 | 3 | < 0.1% |
| 22 | 5 | < 0.1% |
| 21 | 13 | < 0.1% |
| 20 | 29 | < 0.1% |
| 19 | 64 | < 0.1% |
| 18 | 85 | < 0.1% |
| 17 | 215 | |
| 16 | 383 |
| Distinct | 47 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.16402383 |
| Minimum | 0 |
|---|---|
| Maximum | 50 |
| Zeros | 970 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 7 |
| median | 11 |
| Q3 | 15 |
| 95-th percentile | 21 |
| Maximum | 50 |
| Range | 50 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 5.61073546 |
|---|---|
| Coefficient of variation (CV) | 0.5025728665 |
| Kurtosis | 0.2799226118 |
| Mean | 11.16402383 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.5759042881 |
| Sum | 2632421 |
| Variance | 31.4803524 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 16866 | 7.2% |
| 10 | 16471 | 7.0% |
| 11 | 16248 | 6.9% |
| 8 | 16233 | 6.9% |
| 7 | 15403 | 6.5% |
| 12 | 15113 | 6.4% |
| 13 | 14007 | 5.9% |
| 6 | 13927 | 5.9% |
| 14 | 12564 | 5.3% |
| 5 | 12045 | 5.1% |
| Other values (37) | 86918 |
| Value | Count | Frequency (%) |
| 0 | 970 | 0.4% |
| 1 | 2617 | 1.1% |
| 2 | 4790 | 2.0% |
| 3 | 7180 | |
| 4 | 9801 | |
| 5 | 12045 | |
| 6 | 13927 | |
| 7 | 15403 | |
| 8 | 16233 | |
| 9 | 16866 |
| Value | Count | Frequency (%) |
| 50 | 1 | < 0.1% |
| 46 | 1 | < 0.1% |
| 45 | 1 | < 0.1% |
| 44 | 3 | < 0.1% |
| 43 | 3 | < 0.1% |
| 41 | 3 | < 0.1% |
| 40 | 3 | < 0.1% |
| 39 | 9 | |
| 38 | 8 | < 0.1% |
| 37 | 22 |
| Distinct | 311 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4558338557 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 8341 |
| Zeros (%) | 3.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.143 |
| Q1 | 0.333 |
| median | 0.455 |
| Q3 | 0.571 |
| 95-th percentile | 0.75 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.238 |
Descriptive statistics
| Standard deviation | 0.1867048761 |
|---|---|
| Coefficient of variation (CV) | 0.4095897523 |
| Kurtosis | 0.6905640973 |
| Mean | 0.4558338557 |
| Median Absolute Deviation (MAD) | 0.116 |
| Skewness | 0.04496138142 |
| Sum | 107483.344 |
| Variance | 0.03485871074 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5 | 27853 | 11.8% |
| 0.4 | 10539 | 4.5% |
| 0.333 | 9853 | 4.2% |
| 0.667 | 9428 | 4.0% |
| 0 | 8341 | 3.5% |
| 0.6 | 7672 | 3.3% |
| 0.429 | 7656 | 3.2% |
| 0.25 | 7387 | 3.1% |
| 0.375 | 5796 | 2.5% |
| 0.571 | 5756 | 2.4% |
| Other values (301) | 135514 |
| Value | Count | Frequency (%) |
| 0 | 8341 | |
| 0.056 | 3 | < 0.1% |
| 0.059 | 1 | < 0.1% |
| 0.059 | 1 | < 0.1% |
| 0.063 | 7 | < 0.1% |
| 0.067 | 11 | < 0.1% |
| 0.071 | 19 | < 0.1% |
| 0.077 | 52 | < 0.1% |
| 0.083 | 84 | < 0.1% |
| 0.091 | 175 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 3941 | |
| 0.938 | 1 | < 0.1% |
| 0.933 | 1 | < 0.1% |
| 0.933 | 2 | < 0.1% |
| 0.929 | 9 | < 0.1% |
| 0.923 | 4 | < 0.1% |
| 0.923 | 11 | < 0.1% |
| 0.917 | 21 | < 0.1% |
| 0.909 | 68 | < 0.1% |
| 0.9 | 121 | 0.1% |
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.010284357 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 121679 |
| Zeros (%) | 51.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.383695112 |
|---|---|
| Coefficient of variation (CV) | 1.369609558 |
| Kurtosis | 3.173297286 |
| Mean | 1.010284357 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.661790811 |
| Sum | 238220 |
| Variance | 1.914612163 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 121679 | |
| 1 | 49218 | |
| 2 | 31774 | 13.5% |
| 3 | 17801 | 7.5% |
| 4 | 8807 | 3.7% |
| 5 | 3870 | 1.6% |
| 6 | 1648 | 0.7% |
| 7 | 627 | 0.3% |
| 8 | 233 | 0.1% |
| 9 | 79 | < 0.1% |
| Other values (5) | 59 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 121679 | |
| 1 | 49218 | |
| 2 | 31774 | 13.5% |
| 3 | 17801 | 7.5% |
| 4 | 8807 | 3.7% |
| 5 | 3870 | 1.6% |
| 6 | 1648 | 0.7% |
| 7 | 627 | 0.3% |
| 8 | 233 | 0.1% |
| 9 | 79 | < 0.1% |
| Value | Count | Frequency (%) |
| 14 | 1 | < 0.1% |
| 13 | 2 | < 0.1% |
| 12 | 1 | < 0.1% |
| 11 | 19 | < 0.1% |
| 10 | 36 | < 0.1% |
| 9 | 79 | < 0.1% |
| 8 | 233 | 0.1% |
| 7 | 627 | 0.3% |
| 6 | 1648 | |
| 5 | 3870 |
| Distinct | 25 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.789054051 |
| Minimum | 0 |
|---|---|
| Maximum | 24 |
| Zeros | 74056 |
| Zeros (%) | 31.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 8 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.857612294 |
|---|---|
| Coefficient of variation (CV) | 1.024581181 |
| Kurtosis | 1.010592461 |
| Mean | 2.789054051 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.068899273 |
| Sum | 657645 |
| Variance | 8.165948025 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 74056 | |
| 2 | 26479 | 11.2% |
| 1 | 26380 | 11.2% |
| 3 | 25989 | 11.0% |
| 4 | 23075 | 9.8% |
| 5 | 18811 | 8.0% |
| 6 | 14210 | 6.0% |
| 7 | 9851 | 4.2% |
| 8 | 6694 | 2.8% |
| 9 | 4221 | 1.8% |
| Other values (15) | 6029 | 2.6% |
| Value | Count | Frequency (%) |
| 0 | 74056 | |
| 1 | 26380 | 11.2% |
| 2 | 26479 | 11.2% |
| 3 | 25989 | 11.0% |
| 4 | 23075 | 9.8% |
| 5 | 18811 | 8.0% |
| 6 | 14210 | 6.0% |
| 7 | 9851 | 4.2% |
| 8 | 6694 | 2.8% |
| 9 | 4221 | 1.8% |
| Value | Count | Frequency (%) |
| 24 | 1 | < 0.1% |
| 23 | 2 | < 0.1% |
| 22 | 5 | < 0.1% |
| 21 | 5 | < 0.1% |
| 20 | 8 | < 0.1% |
| 19 | 15 | < 0.1% |
| 18 | 23 | < 0.1% |
| 17 | 42 | < 0.1% |
| 16 | 85 | |
| 15 | 158 |
| Distinct | 99 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2289670476 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 121679 |
| Zeros (%) | 51.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.429 |
| 95-th percentile | 0.8 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.429 |
Descriptive statistics
| Standard deviation | 0.2841844932 |
|---|---|
| Coefficient of variation (CV) | 1.241158919 |
| Kurtosis | 0.2512145088 |
| Mean | 0.2289670476 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.053621362 |
| Sum | 53989.285 |
| Variance | 0.0807608262 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 121679 | |
| 0.5 | 24470 | 10.4% |
| 0.333 | 12304 | 5.2% |
| 0.25 | 10563 | 4.5% |
| 1 | 10325 | 4.4% |
| 0.667 | 7564 | 3.2% |
| 0.4 | 7155 | 3.0% |
| 0.2 | 5972 | 2.5% |
| 0.333 | 5353 | 2.3% |
| 0.6 | 3953 | 1.7% |
| Other values (89) | 26457 | 11.2% |
| Value | Count | Frequency (%) |
| 0 | 121679 | |
| 0.059 | 2 | < 0.1% |
| 0.077 | 1 | < 0.1% |
| 0.083 | 11 | < 0.1% |
| 0.091 | 32 | < 0.1% |
| 0.1 | 77 | < 0.1% |
| 0.111 | 203 | 0.1% |
| 0.125 | 609 | 0.3% |
| 0.133 | 3 | < 0.1% |
| 0.143 | 1362 | 0.6% |
| Value | Count | Frequency (%) |
| 1 | 10325 | |
| 0.909 | 2 | < 0.1% |
| 0.889 | 15 | < 0.1% |
| 0.875 | 37 | < 0.1% |
| 0.857 | 143 | 0.1% |
| 0.846 | 1 | < 0.1% |
| 0.833 | 390 | 0.2% |
| 0.818 | 5 | < 0.1% |
| 0.8 | 1039 | 0.4% |
| 0.786 | 1 | < 0.1% |
| Distinct | 27 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.549706313 |
| Minimum | 0 |
|---|---|
| Maximum | 26 |
| Zeros | 70624 |
| Zeros (%) | 30.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 8 |
| Maximum | 26 |
| Range | 26 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.773658603 |
|---|---|
| Coefficient of variation (CV) | 1.087834544 |
| Kurtosis | 3.146026472 |
| Mean | 2.549706313 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.5448468 |
| Sum | 601208 |
| Variance | 7.693182045 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 70624 | |
| 2 | 41314 | |
| 1 | 31766 | |
| 3 | 24341 | 10.3% |
| 4 | 21628 | 9.2% |
| 5 | 13847 | 5.9% |
| 6 | 10524 | 4.5% |
| 7 | 7015 | 3.0% |
| 8 | 4993 | 2.1% |
| 9 | 3227 | 1.4% |
| Other values (17) | 6516 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 70624 | |
| 1 | 31766 | |
| 2 | 41314 | |
| 3 | 24341 | 10.3% |
| 4 | 21628 | 9.2% |
| 5 | 13847 | 5.9% |
| 6 | 10524 | 4.5% |
| 7 | 7015 | 3.0% |
| 8 | 4993 | 2.1% |
| 9 | 3227 | 1.4% |
| Value | Count | Frequency (%) |
| 26 | 1 | < 0.1% |
| 25 | 1 | < 0.1% |
| 24 | 7 | < 0.1% |
| 23 | 5 | < 0.1% |
| 22 | 8 | < 0.1% |
| 21 | 18 | < 0.1% |
| 20 | 15 | < 0.1% |
| 19 | 31 | < 0.1% |
| 18 | 65 | |
| 17 | 109 |
| Distinct | 33 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.319595411 |
| Minimum | 0 |
|---|---|
| Maximum | 39 |
| Zeros | 62467 |
| Zeros (%) | 26.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 10 |
| Maximum | 39 |
| Range | 39 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.364382444 |
|---|---|
| Coefficient of variation (CV) | 1.013491714 |
| Kurtosis | 2.799386122 |
| Mean | 3.319595411 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.426601067 |
| Sum | 782744 |
| Variance | 11.31906923 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 62467 | |
| 2 | 48930 | |
| 4 | 29851 | |
| 6 | 16725 | 7.1% |
| 3 | 15940 | 6.8% |
| 1 | 13517 | 5.7% |
| 5 | 12724 | 5.4% |
| 8 | 8924 | 3.8% |
| 7 | 8159 | 3.5% |
| 9 | 4724 | 2.0% |
| Other values (23) | 13834 | 5.9% |
| Value | Count | Frequency (%) |
| 0 | 62467 | |
| 1 | 13517 | 5.7% |
| 2 | 48930 | |
| 3 | 15940 | 6.8% |
| 4 | 29851 | |
| 5 | 12724 | 5.4% |
| 6 | 16725 | 7.1% |
| 7 | 8159 | 3.5% |
| 8 | 8924 | 3.8% |
| 9 | 4724 | 2.0% |
| Value | Count | Frequency (%) |
| 39 | 2 | < 0.1% |
| 36 | 1 | < 0.1% |
| 34 | 2 | < 0.1% |
| 29 | 1 | < 0.1% |
| 28 | 3 | < 0.1% |
| 27 | 6 | < 0.1% |
| 26 | 7 | < 0.1% |
| 25 | 12 | < 0.1% |
| 24 | 31 | |
| 23 | 25 |
| Distinct | 162 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5575686889 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 70624 |
| Zeros (%) | 30.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.667 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.406276929 |
|---|---|
| Coefficient of variation (CV) | 0.7286580777 |
| Kurtosis | -1.486007842 |
| Mean | 0.5575686889 |
| Median Absolute Deviation (MAD) | 0.333 |
| Skewness | -0.356002991 |
| Sum | 131471.909 |
| Variance | 0.1650609431 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 70624 | |
| 1 | 69324 | |
| 0.5 | 26165 | 11.1% |
| 0.75 | 14212 | 6.0% |
| 0.667 | 11250 | 4.8% |
| 0.833 | 6246 | 2.6% |
| 0.8 | 6023 | 2.6% |
| 0.6 | 3213 | 1.4% |
| 0.857 | 2845 | 1.2% |
| 0.875 | 2723 | 1.2% |
| Other values (152) | 23170 | 9.8% |
| Value | Count | Frequency (%) |
| 0 | 70624 | |
| 0.091 | 2 | < 0.1% |
| 0.1 | 5 | < 0.1% |
| 0.111 | 6 | < 0.1% |
| 0.125 | 21 | < 0.1% |
| 0.143 | 37 | < 0.1% |
| 0.154 | 2 | < 0.1% |
| 0.167 | 165 | 0.1% |
| 0.182 | 5 | < 0.1% |
| 0.188 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 69324 | |
| 0.963 | 1 | < 0.1% |
| 0.96 | 1 | < 0.1% |
| 0.958 | 2 | < 0.1% |
| 0.957 | 1 | < 0.1% |
| 0.955 | 4 | < 0.1% |
| 0.952 | 3 | < 0.1% |
| 0.95 | 5 | < 0.1% |
| 0.947 | 6 | < 0.1% |
| 0.947 | 4 | < 0.1% |
| Distinct | 18 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.382849509 |
| Minimum | 0 |
|---|---|
| Maximum | 18 |
| Zeros | 87416 |
| Zeros (%) | 37.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.606538972 |
|---|---|
| Coefficient of variation (CV) | 1.161759802 |
| Kurtosis | 3.444577172 |
| Mean | 1.382849509 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.628471399 |
| Sum | 326069 |
| Variance | 2.580967469 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 87416 | |
| 1 | 64950 | |
| 2 | 37819 | |
| 3 | 21300 | 9.0% |
| 4 | 11817 | 5.0% |
| 5 | 6218 | 2.6% |
| 6 | 3209 | 1.4% |
| 7 | 1641 | 0.7% |
| 8 | 788 | 0.3% |
| 9 | 378 | 0.2% |
| Other values (8) | 259 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 87416 | |
| 1 | 64950 | |
| 2 | 37819 | |
| 3 | 21300 | 9.0% |
| 4 | 11817 | 5.0% |
| 5 | 6218 | 2.6% |
| 6 | 3209 | 1.4% |
| 7 | 1641 | 0.7% |
| 8 | 788 | 0.3% |
| 9 | 378 | 0.2% |
| Value | Count | Frequency (%) |
| 18 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 13 | 11 | < 0.1% |
| 12 | 30 | < 0.1% |
| 11 | 70 | < 0.1% |
| 10 | 144 | 0.1% |
| 9 | 378 | |
| 8 | 788 |
| Distinct | 25 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.215734006 |
| Minimum | 0 |
|---|---|
| Maximum | 25 |
| Zeros | 12295 |
| Zeros (%) | 5.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 10 |
| Maximum | 25 |
| Range | 25 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.918633606 |
|---|---|
| Coefficient of variation (CV) | 0.6923192027 |
| Kurtosis | 1.297800744 |
| Mean | 4.215734006 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.019662492 |
| Sum | 994049 |
| Variance | 8.518422126 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 36385 | |
| 2 | 35736 | |
| 4 | 32565 | |
| 1 | 27148 | |
| 5 | 26232 | |
| 6 | 19632 | |
| 7 | 14473 | 6.1% |
| 0 | 12295 | 5.2% |
| 8 | 10423 | 4.4% |
| 9 | 7393 | 3.1% |
| Other values (15) | 13513 | 5.7% |
| Value | Count | Frequency (%) |
| 0 | 12295 | 5.2% |
| 1 | 27148 | |
| 2 | 35736 | |
| 3 | 36385 | |
| 4 | 32565 | |
| 5 | 26232 | |
| 6 | 19632 | |
| 7 | 14473 | 6.1% |
| 8 | 10423 | 4.4% |
| 9 | 7393 | 3.1% |
| Value | Count | Frequency (%) |
| 25 | 1 | < 0.1% |
| 23 | 5 | < 0.1% |
| 22 | 4 | < 0.1% |
| 21 | 6 | < 0.1% |
| 20 | 24 | < 0.1% |
| 19 | 51 | < 0.1% |
| 18 | 97 | < 0.1% |
| 17 | 142 | 0.1% |
| 16 | 260 | |
| 15 | 443 |
| Distinct | 32 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.598583515 |
| Minimum | 0 |
|---|---|
| Maximum | 31 |
| Zeros | 7168 |
| Zeros (%) | 3.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 8 |
| 95-th percentile | 13 |
| Maximum | 31 |
| Range | 31 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.781479646 |
|---|---|
| Coefficient of variation (CV) | 0.6754350696 |
| Kurtosis | 1.318035379 |
| Mean | 5.598583515 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.053289185 |
| Sum | 1320118 |
| Variance | 14.29958831 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 29173 | |
| 4 | 29092 | |
| 5 | 26343 | |
| 2 | 25459 | |
| 6 | 21997 | |
| 7 | 18179 | |
| 1 | 17459 | |
| 8 | 14241 | |
| 9 | 11026 | 4.7% |
| 10 | 9607 | 4.1% |
| Other values (22) | 33219 |
| Value | Count | Frequency (%) |
| 0 | 7168 | 3.0% |
| 1 | 17459 | |
| 2 | 25459 | |
| 3 | 29173 | |
| 4 | 29092 | |
| 5 | 26343 | |
| 6 | 21997 | |
| 7 | 18179 | |
| 8 | 14241 | |
| 9 | 11026 | 4.7% |
| Value | Count | Frequency (%) |
| 31 | 1 | < 0.1% |
| 30 | 3 | < 0.1% |
| 29 | 3 | < 0.1% |
| 28 | 2 | < 0.1% |
| 27 | 9 | < 0.1% |
| 26 | 20 | < 0.1% |
| 25 | 24 | < 0.1% |
| 24 | 49 | < 0.1% |
| 23 | 77 | |
| 22 | 136 |
| Distinct | 26 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.057528786 |
| Minimum | 0 |
|---|---|
| Maximum | 25 |
| Zeros | 38786 |
| Zeros (%) | 16.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 9 |
| Maximum | 25 |
| Range | 25 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.882145369 |
|---|---|
| Coefficient of variation (CV) | 0.9426388339 |
| Kurtosis | 2.489878199 |
| Mean | 3.057528786 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.435215185 |
| Sum | 720950 |
| Variance | 8.306761928 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 46525 | |
| 2 | 40592 | |
| 0 | 38786 | |
| 3 | 30708 | |
| 4 | 22383 | |
| 5 | 16201 | 6.9% |
| 6 | 12022 | 5.1% |
| 7 | 8741 | 3.7% |
| 8 | 6206 | 2.6% |
| 9 | 4381 | 1.9% |
| Other values (16) | 9250 | 3.9% |
| Value | Count | Frequency (%) |
| 0 | 38786 | |
| 1 | 46525 | |
| 2 | 40592 | |
| 3 | 30708 | |
| 4 | 22383 | |
| 5 | 16201 | 6.9% |
| 6 | 12022 | 5.1% |
| 7 | 8741 | 3.7% |
| 8 | 6206 | 2.6% |
| 9 | 4381 | 1.9% |
| Value | Count | Frequency (%) |
| 25 | 1 | < 0.1% |
| 24 | 4 | < 0.1% |
| 23 | 2 | < 0.1% |
| 22 | 3 | < 0.1% |
| 21 | 11 | < 0.1% |
| 20 | 30 | < 0.1% |
| 19 | 41 | < 0.1% |
| 18 | 56 | < 0.1% |
| 17 | 137 | |
| 16 | 217 |
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9782480545 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 97779 |
| Zeros (%) | 41.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.095574094 |
|---|---|
| Coefficient of variation (CV) | 1.119934856 |
| Kurtosis | 2.15287415 |
| Mean | 0.9782480545 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.3174096 |
| Sum | 230666 |
| Variance | 1.200282595 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 97779 | |
| 1 | 77586 | |
| 2 | 38376 | 16.3% |
| 3 | 14804 | 6.3% |
| 4 | 5110 | 2.2% |
| 5 | 1567 | 0.7% |
| 6 | 425 | 0.2% |
| 7 | 105 | < 0.1% |
| 8 | 34 | < 0.1% |
| 9 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 97779 | |
| 1 | 77586 | |
| 2 | 38376 | 16.3% |
| 3 | 14804 | 6.3% |
| 4 | 5110 | 2.2% |
| 5 | 1567 | 0.7% |
| 6 | 425 | 0.2% |
| 7 | 105 | < 0.1% |
| 8 | 34 | < 0.1% |
| 9 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 3 | < 0.1% |
| 9 | 6 | < 0.1% |
| 8 | 34 | < 0.1% |
| 7 | 105 | < 0.1% |
| 6 | 425 | 0.2% |
| 5 | 1567 | 0.7% |
| 4 | 5110 | 2.2% |
| 3 | 14804 | 6.3% |
| 2 | 38376 | |
| 1 | 77586 |
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6370957824 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 143602 |
| Zeros (%) | 60.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.021306481 |
|---|---|
| Coefficient of variation (CV) | 1.603065833 |
| Kurtosis | 6.972941411 |
| Mean | 0.6370957824 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.241525791 |
| Sum | 150224 |
| Variance | 1.043066928 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 143602 | |
| 1 | 57071 | 24.2% |
| 2 | 21291 | 9.0% |
| 3 | 8312 | 3.5% |
| 4 | 3277 | 1.4% |
| 5 | 1433 | 0.6% |
| 6 | 498 | 0.2% |
| 7 | 195 | 0.1% |
| 8 | 63 | < 0.1% |
| 9 | 32 | < 0.1% |
| Other values (3) | 21 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 143602 | |
| 1 | 57071 | 24.2% |
| 2 | 21291 | 9.0% |
| 3 | 8312 | 3.5% |
| 4 | 3277 | 1.4% |
| 5 | 1433 | 0.6% |
| 6 | 498 | 0.2% |
| 7 | 195 | 0.1% |
| 8 | 63 | < 0.1% |
| 9 | 32 | < 0.1% |
| Value | Count | Frequency (%) |
| 12 | 1 | < 0.1% |
| 11 | 5 | < 0.1% |
| 10 | 15 | < 0.1% |
| 9 | 32 | < 0.1% |
| 8 | 63 | < 0.1% |
| 7 | 195 | 0.1% |
| 6 | 498 | 0.2% |
| 5 | 1433 | 0.6% |
| 4 | 3277 | 1.4% |
| 3 | 8312 |
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.838448652 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 48402 |
| Zeros (%) | 20.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.558167613 |
|---|---|
| Coefficient of variation (CV) | 0.8475448095 |
| Kurtosis | 1.223951956 |
| Mean | 1.838448652 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.014007183 |
| Sum | 433497 |
| Variance | 2.42788631 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 66176 | |
| 2 | 53961 | |
| 0 | 48402 | |
| 3 | 34022 | |
| 4 | 18468 | 7.8% |
| 5 | 8712 | 3.7% |
| 6 | 3681 | 1.6% |
| 7 | 1560 | 0.7% |
| 8 | 534 | 0.2% |
| 9 | 200 | 0.1% |
| Other values (3) | 79 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 48402 | |
| 1 | 66176 | |
| 2 | 53961 | |
| 3 | 34022 | |
| 4 | 18468 | 7.8% |
| 5 | 8712 | 3.7% |
| 6 | 3681 | 1.6% |
| 7 | 1560 | 0.7% |
| 8 | 534 | 0.2% |
| 9 | 200 | 0.1% |
| Value | Count | Frequency (%) |
| 12 | 6 | < 0.1% |
| 11 | 21 | < 0.1% |
| 10 | 52 | < 0.1% |
| 9 | 200 | 0.1% |
| 8 | 534 | 0.2% |
| 7 | 1560 | 0.7% |
| 6 | 3681 | 1.6% |
| 5 | 8712 | 3.7% |
| 4 | 18468 | |
| 3 | 34022 |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.452740728 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 20991 |
| Zeros (%) | 8.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.467876329 |
|---|---|
| Coefficient of variation (CV) | 0.5984637154 |
| Kurtosis | -0.5888790249 |
| Mean | 2.452740728 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.2389961431 |
| Sum | 578344 |
| Variance | 2.154660917 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 58318 | |
| 3 | 52558 | |
| 1 | 46115 | |
| 4 | 35728 | |
| 0 | 20991 | 8.9% |
| 5 | 17503 | 7.4% |
| 6 | 4582 | 1.9% |
| Value | Count | Frequency (%) |
| 0 | 20991 | 8.9% |
| 1 | 46115 | |
| 2 | 58318 | |
| 3 | 52558 | |
| 4 | 35728 | |
| 5 | 17503 | 7.4% |
| 6 | 4582 | 1.9% |
| Value | Count | Frequency (%) |
| 6 | 4582 | 1.9% |
| 5 | 17503 | 7.4% |
| 4 | 35728 | |
| 3 | 52558 | |
| 2 | 58318 | |
| 1 | 46115 | |
| 0 | 20991 | 8.9% |
| Distinct | 66 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.87079455 |
| Minimum | 0 |
|---|---|
| Maximum | 81 |
| Zeros | 5577 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 13 |
| Q3 | 19 |
| 95-th percentile | 29 |
| Maximum | 81 |
| Range | 81 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 8.372313464 |
|---|---|
| Coefficient of variation (CV) | 0.6035929259 |
| Kurtosis | 0.5860038519 |
| Mean | 13.87079455 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.7282081689 |
| Sum | 3270664 |
| Variance | 70.09563274 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 12526 | 5.3% |
| 10 | 12496 | 5.3% |
| 12 | 11824 | 5.0% |
| 6 | 11667 | 4.9% |
| 14 | 10928 | 4.6% |
| 11 | 10729 | 4.6% |
| 13 | 10387 | 4.4% |
| 4 | 10002 | 4.2% |
| 9 | 9848 | 4.2% |
| 15 | 9757 | 4.1% |
| Other values (56) | 125631 |
| Value | Count | Frequency (%) |
| 0 | 5577 | |
| 1 | 977 | 0.4% |
| 2 | 8592 | |
| 3 | 4680 | 2.0% |
| 4 | 10002 | |
| 5 | 7229 | |
| 6 | 11667 | |
| 7 | 8620 | |
| 8 | 12526 | |
| 9 | 9848 |
| Value | Count | Frequency (%) |
| 81 | 1 | < 0.1% |
| 70 | 1 | < 0.1% |
| 65 | 1 | < 0.1% |
| 62 | 4 | < 0.1% |
| 61 | 6 | |
| 60 | 11 | |
| 59 | 4 | < 0.1% |
| 58 | 4 | < 0.1% |
| 57 | 9 | |
| 56 | 5 |
| Distinct | 104 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3684047584 |
| Minimum | -57 |
|---|---|
| Maximum | 54 |
| Zeros | 7488 |
| Zeros (%) | 3.2% |
| Negative | 113514 |
| Negative (%) | 48.1% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | -57 |
|---|---|
| 5-th percentile | -19 |
| Q1 | -8 |
| median | 0 |
| Q3 | 9 |
| 95-th percentile | 21 |
| Maximum | 54 |
| Range | 111 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 12.29651244 |
|---|---|
| Coefficient of variation (CV) | 33.37772425 |
| Kurtosis | -0.09377209286 |
| Mean | 0.3684047584 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.08613220854 |
| Sum | 86868 |
| Variance | 151.2042182 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -2 | 7518 | 3.2% |
| 0 | 7488 | 3.2% |
| -1 | 7485 | 3.2% |
| -3 | 7388 | 3.1% |
| -4 | 7384 | 3.1% |
| 1 | 7365 | 3.1% |
| 2 | 7317 | 3.1% |
| 3 | 7221 | 3.1% |
| 4 | 7095 | 3.0% |
| -5 | 6988 | 3.0% |
| Other values (94) | 162546 |
| Value | Count | Frequency (%) |
| -57 | 1 | < 0.1% |
| -51 | 1 | < 0.1% |
| -50 | 1 | < 0.1% |
| -48 | 3 | < 0.1% |
| -47 | 5 | < 0.1% |
| -46 | 6 | < 0.1% |
| -45 | 10 | |
| -44 | 9 | |
| -43 | 13 | |
| -42 | 18 |
| Value | Count | Frequency (%) |
| 54 | 1 | < 0.1% |
| 51 | 1 | < 0.1% |
| 50 | 2 | < 0.1% |
| 49 | 4 | < 0.1% |
| 48 | 3 | < 0.1% |
| 47 | 6 | < 0.1% |
| 46 | 11 | |
| 45 | 12 | |
| 44 | 15 | |
| 43 | 18 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| df_index | GAME_ID | TEAM_ABBREVIATION | TEAM_CITY | PLAYER_NAME | START_POSITION | MIN | FGM | FGA | FG_PCT | FG3M | FG3A | FG3_PCT | FTM | FTA | FT_PCT | OREB | DREB | REB | AST | STL | BLK | TO | PF | PTS | PLUS_MINUS | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 543022 | 11400001 | MIA | Miami | Luol Deng | F | 24:50 | 2.0 | 7.0 | 0.286 | 0.0 | 1.0 | 0.000 | 0.0 | 0.0 | 0.000 | 2.0 | 1.0 | 3.0 | 1.0 | 2.0 | 0.0 | 0.0 | 0.0 | 4.0 | -16.0 |
| 1 | 543023 | 11400001 | MIA | Miami | Udonis Haslem | F | 10:32 | 1.0 | 2.0 | 0.500 | 0.0 | 1.0 | 0.000 | 0.0 | 0.0 | 0.000 | 0.0 | 2.0 | 2.0 | 1.0 | 1.0 | 0.0 | 0.0 | 2.0 | 2.0 | -8.0 |
| 2 | 543024 | 11400001 | MIA | Miami | Chris Bosh | C | 25:20 | 3.0 | 13.0 | 0.231 | 1.0 | 3.0 | 0.333 | 2.0 | 3.0 | 0.667 | 1.0 | 5.0 | 6.0 | 2.0 | 1.0 | 0.0 | 4.0 | 2.0 | 9.0 | -10.0 |
| 3 | 543025 | 11400001 | MIA | Miami | Dwyane Wade | G | 20:31 | 2.0 | 7.0 | 0.286 | 0.0 | 1.0 | 0.000 | 2.0 | 4.0 | 0.500 | 0.0 | 2.0 | 2.0 | 3.0 | 0.0 | 0.0 | 1.0 | 1.0 | 6.0 | -11.0 |
| 4 | 543026 | 11400001 | MIA | Miami | Mario Chalmers | G | 21:16 | 0.0 | 2.0 | 0.000 | 0.0 | 1.0 | 0.000 | 2.0 | 2.0 | 1.000 | 0.0 | 3.0 | 3.0 | 2.0 | 1.0 | 0.0 | 2.0 | 1.0 | 2.0 | -6.0 |
| 5 | 543003 | 11400001 | NOP | New Orleans | Darius Miller | F | 32:23 | 4.0 | 12.0 | 0.333 | 0.0 | 5.0 | 0.000 | 0.0 | 0.0 | 0.000 | 0.0 | 3.0 | 3.0 | 2.0 | 1.0 | 0.0 | 1.0 | 3.0 | 8.0 | 9.0 |
| 6 | 543004 | 11400001 | NOP | New Orleans | Anthony Davis | F | 11:20 | 2.0 | 4.0 | 0.500 | 0.0 | 0.0 | 0.000 | 1.0 | 2.0 | 0.500 | 1.0 | 3.0 | 4.0 | 0.0 | 0.0 | 3.0 | 1.0 | 0.0 | 5.0 | 0.0 |
| 7 | 543005 | 11400001 | NOP | New Orleans | Omer Asik | C | 6:04 | 1.0 | 2.0 | 0.500 | 0.0 | 0.0 | 0.000 | 0.0 | 0.0 | 0.000 | 0.0 | 3.0 | 3.0 | 1.0 | 0.0 | 1.0 | 1.0 | 2.0 | 2.0 | 3.0 |
| 8 | 543006 | 11400001 | NOP | New Orleans | Eric Gordon | G | 10:07 | 0.0 | 4.0 | 0.000 | 0.0 | 2.0 | 0.000 | 4.0 | 4.0 | 1.000 | 0.0 | 1.0 | 1.0 | 2.0 | 0.0 | 0.0 | 1.0 | 0.0 | 4.0 | 4.0 |
| 9 | 543007 | 11400001 | NOP | New Orleans | Jrue Holiday | G | 10:07 | 0.0 | 2.0 | 0.000 | 0.0 | 1.0 | 0.000 | 0.0 | 0.0 | 0.000 | 0.0 | 2.0 | 2.0 | 0.0 | 0.0 | 0.0 | 1.0 | 2.0 | 0.0 | 4.0 |
Last rows
| df_index | GAME_ID | TEAM_ABBREVIATION | TEAM_CITY | PLAYER_NAME | START_POSITION | MIN | FGM | FGA | FG_PCT | FG3M | FG3A | FG3_PCT | FTM | FTA | FT_PCT | OREB | DREB | REB | AST | STL | BLK | TO | PF | PTS | PLUS_MINUS | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 235785 | 491 | 52000211 | GSW | Golden State | Andrew Wiggins | F | 44:18 | 10.0 | 22.0 | 0.455 | 1.0 | 4.0 | 0.25 | 1.0 | 1.0 | 1.000 | 1.0 | 9.0 | 10.0 | 2.0 | 0.0 | 2.0 | 2.0 | 4.0 | 22.0 | -8.0 |
| 235786 | 492 | 52000211 | GSW | Golden State | Draymond Green | F | 45:05 | 5.0 | 11.0 | 0.455 | 1.0 | 1.0 | 1.00 | 0.0 | 0.0 | 0.000 | 1.0 | 15.0 | 16.0 | 10.0 | 1.0 | 1.0 | 6.0 | 3.0 | 11.0 | -2.0 |
| 235787 | 493 | 52000211 | GSW | Golden State | Kevon Looney | C | 24:27 | 1.0 | 1.0 | 1.000 | 0.0 | 0.0 | 0.00 | 1.0 | 2.0 | 0.500 | 3.0 | 1.0 | 4.0 | 3.0 | 1.0 | 1.0 | 1.0 | 3.0 | 3.0 | -15.0 |
| 235788 | 494 | 52000211 | GSW | Golden State | Kent Bazemore | G | 25:30 | 4.0 | 12.0 | 0.333 | 1.0 | 5.0 | 0.20 | 1.0 | 4.0 | 0.250 | 1.0 | 3.0 | 4.0 | 2.0 | 2.0 | 1.0 | 0.0 | 2.0 | 10.0 | -10.0 |
| 235789 | 495 | 52000211 | GSW | Golden State | Stephen Curry | G | 47:23 | 13.0 | 28.0 | 0.464 | 6.0 | 15.0 | 0.40 | 7.0 | 7.0 | 1.000 | 1.0 | 3.0 | 4.0 | 5.0 | 3.0 | 0.0 | 7.0 | 5.0 | 39.0 | 4.0 |
| 235790 | 476 | 52000211 | MEM | Memphis | Kyle Anderson | F | 39:01 | 2.0 | 7.0 | 0.286 | 0.0 | 1.0 | 0.00 | 5.0 | 5.0 | 1.000 | 2.0 | 8.0 | 10.0 | 6.0 | 1.0 | 2.0 | 0.0 | 1.0 | 9.0 | 11.0 |
| 235791 | 477 | 52000211 | MEM | Memphis | Jaren Jackson Jr. | F | 14:56 | 1.0 | 6.0 | 0.167 | 1.0 | 4.0 | 0.25 | 7.0 | 8.0 | 0.875 | 2.0 | 0.0 | 2.0 | 0.0 | 0.0 | 2.0 | 1.0 | 4.0 | 10.0 | 1.0 |
| 235792 | 478 | 52000211 | MEM | Memphis | Jonas Valanciunas | C | 25:33 | 3.0 | 6.0 | 0.500 | 1.0 | 1.0 | 1.00 | 2.0 | 4.0 | 0.500 | 6.0 | 6.0 | 12.0 | 3.0 | 0.0 | 0.0 | 3.0 | 6.0 | 9.0 | 7.0 |
| 235793 | 479 | 52000211 | MEM | Memphis | Dillon Brooks | G | 45:04 | 7.0 | 22.0 | 0.318 | 0.0 | 4.0 | 0.00 | 0.0 | 0.0 | 0.000 | 1.0 | 1.0 | 2.0 | 3.0 | 2.0 | 0.0 | 1.0 | 5.0 | 14.0 | -1.0 |
| 235794 | 480 | 52000211 | MEM | Memphis | Ja Morant | G | 45:45 | 14.0 | 29.0 | 0.483 | 5.0 | 10.0 | 0.50 | 2.0 | 2.0 | 1.000 | 2.0 | 4.0 | 6.0 | 6.0 | 4.0 | 0.0 | 5.0 | 2.0 | 35.0 | -1.0 |